The graph represents a network of 7,725 Twitter users whose recent tweets contained "#AWS", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 2/2/2023 7:54:36 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 04:12 UTC.
The tweets in the network were tweeted over the 1677-day, 1-hour, 54-minute period from Monday, 02 July 2018 at 01:58 UTC to Friday, 03 February 2023 at 03:53 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 7725
Unique Edges : 5161
Edges With Duplicates : 27772
Total Edges : 32933
Number of Edge Types : 9
Retweet : 7533
MentionsInRetweet : 9405
Tweet : 10721
Mentions : 2516
MentionsInReplyTo : 1261
Replies to : 1190
Quote : 194
MentionsInQuote : 103
MentionsInQuoteReply : 10
Self-Loops : 11982
Reciprocated Vertex Pair Ratio : 0.0175972192048664
Reciprocated Edge Ratio : 0.0345858240819812
Connected Components : 1803
Single-Vertex Connected Components : 1410
Maximum Vertices in a Connected Component : 5181
Maximum Edges in a Connected Component : 27606
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.981002
Graph Density : 0.000157002341292387
Modularity : 0.287266
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,725 Twitter users whose recent tweets contained "#AWS", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 2/2/2023 7:54:36 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 04:12 UTC.
The tweets in the network were tweeted over the 1677-day, 1-hour, 54-minute period from Monday, 02 July 2018 at 01:58 UTC to Friday, 03 February 2023 at 03:53 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #AWS
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1291] #tech,#softwareengineer [1278] #softwareengineer,#jobs [1030] hiring,senior [907] #aws,#azure [789] apply,#jobalert [777] #jobsearch,#jobseekers [775] #jobalert,#jobsearch [747] software,engineer [701] #remote,#wfh [602] #aws,#5g Top Word Pairs in Tweet in G1:
[591] #aws,#5g [588] #hackingtime,#snapchat [587] #instagram,#aws [586] #snapchat,#twitter [585] #twitter,#instagram [558] #5g,#9news [537] #hacked,#hackingtime [490] boyfriend,girlfriend [485] hacking,services [482] social,media Top Word Pairs in Tweet in G2:
[1287] #tech,#softwareengineer [1275] #softwareengineer,#jobs [890] hiring,senior [789] apply,#jobalert [776] #jobsearch,#jobseekers [775] #jobalert,#jobsearch [713] software,engineer [693] #remote,#wfh [445] united,states [415] #bigdata,#analytics Top Word Pairs in Tweet in G3:
[471] 2023,01 [417] 投稿時間,2023 [417] #うひーメモ,投稿時間 [318] #ai,#machinelearning [305] #machinelearning,#datajobs [281] udemy,certificate [281] free,udemy [279] certificate,course [271] #mljobs,#bigdata [260] #bigdata,#datascience Top Word Pairs in Tweet in G4:
[112] event,driven [89] #aws,#serverless [88] driven,architectures [73] #bigdata,#analytics [69] #analytics,#ai [67] #ai,#iiot [66] #iiot,#python [64] #datascience,#sql [59] #python,#rstats [57] #infosec,#infosecjobs Top Word Pairs in Tweet in G5:
[214] blockchain,solutions [212] enterprises,governments [205] scalable,blockchain [204] bring,scalable [204] solutions,enterprises [201] amazon,#choseavalanche [198] governments,#aws [197] #choseavalanche,bring [195] official,amazon [193] #aws,ful Top Word Pairs in Tweet in G6:
[173] #aws,#cloud [80] load,balancers [79] amazon,web [79] web,services [74] #aws,#blog [73] #aws,#awsnews [73] #awsnews,aws [73] #awstip,#aws [71] #blog,#serverless [70] #cloud,news Top Word Pairs in Tweet in G7:
[251] #mckinsey,#bcg [251] #ceo,#mckinsey [250] #bain,#bpo [250] #kearney,#goldmansachs [250] #exl,#kearney [250] #bcg,#bain [250] #bpo,#exl [248] #goldmansachs,#cognizant [247] #apple,#deloitte [247] #jpmorgan,#microsoft Top Word Pairs in Tweet in G8:
[54] community,day [50] #aws,community [47] day,turkey [46] turkey,2023 [43] shirt,tasarımı [43] iki,kedi [43] adet,bastıracağımız [43] bastıracağımız,#aws [43] konusunda,iki [43] 450,adet Top Word Pairs in Tweet in G9:
[39] ask,#chatgpt [39] drivers,companies [39] #chatgpt,tell [39] become,one [39] companies,migrating [39] one,main [39] #aws,ask [39] migrating,#aws [39] main,drivers [38] security,become Top Word Pairs in Tweet in G10:
[26] spawning,instances [26] auto,spawning [25] hosting,#apps [25] multi,auto [25] #games,#wordpress [25] solution,bridge [25] flux,solution [25] #wordpress,multi [25] #apps,#dapps [25] #web2,#web3 Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: